Type 1 Diabetes (T1D)Digital Health ToolsBehavioral Intervention
Research Summary
Analyzed using Evidence Intelligence™

Remote education program improves carbohydrate counting but not blood sugar control in youth with type 1 diabetes

Last updated May 7, 2026

Key finding

A 6-month study in 46 children and adolescents with type 1 diabetes found that a remote multiprofessional educational program improved adherence to carbohydrate counting but did not significantly improve HbA1c or quality of life.

This study tested a remote educational program with a multidisciplinary team for children and adolescents with type 1 diabetes. After 6 months, the program helped improve carbohydrate counting skills but failed to significantly improve blood sugar control or quality of life.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

Randomized Controlled Trials (RCTs)

Follow-up

Medium-Term (3–12 mo)

Risk of bias

Some Concerns

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Plain-language summary

What this paper says

A plain-language read of the study’s main message and where it applies.

Study focus

A 6-month study in 46 children and adolescents with type 1 diabetes found that a remote multiprofessional educational program improved adherence to carbohydrate counting but did not significantly improve HbA1c or quality of life.

Published in

Journal Reference

Publication details and source links for this paper.

Fritz CK, de Leão AAP, Sbalqueiro FVF, et al. Evaluation of the quality of life of children and adolescents with type 1 diabetes mellitus before and after an intervention with a remote multiprofessional educational program. J Pediatr (Rio J). 2026;102(3):101537. doi:10.1016/j.jped.2026.101537

Main Effects

↑ Carbohydrate counting adherence significantly increased in the intervention group (p<0.001)

→ HbA1c showed no significant change between groups (IG: 8.9%→9.4%, CG: 9.4%→9.6%)

→ Quality of life showed no significant difference between groups

Evidence network

How this study fits

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Evidence Context

This study contributes evidence to Remote multiprofessional educational program and HbA1c, Quality of life, Time in range, and 1 more.

Primary intervention

Remote multiprofessional educational program

Primary outcomes

  • HbA1c
  • Quality of life
  • Time in range

Evidence relationships

Intervention and outcome relationships this study adds to the evidence network.

4
Evidence pairs
4
Relationships
5
Evidence topics
contributes_evidence

Editorial context

Why this study matters

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Evidence network role

This section describes how the study fits into the current evidence network. It does not determine whether an intervention works on its own.

Moderate contributionModerate confidenceNetwork score: 54

5

Related topics

4

Evidence pairs

573

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 4 evidence relationships
  • Uses a randomized study design signal
  • Linked to 5 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

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Primary evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Quality of Life Outcomes

Related evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c

Save evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Treatment Adherence

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

HbA1c

Remote multiprofessional educational program → HbA1c

Remote multiprofessional educational program → HbA1c

Evidence Intelligence™
EvidenceScore™
83
Strong
ImpactScore™
71
Positive
ConsistencyScore™
80
consistent
Supporting studies: Based on 5 studies
Add to Evidence Tracker

Quality of life

Remote multiprofessional educational program → Quality of life

Remote multiprofessional educational program → Quality of life

Evidence Intelligence™
EvidenceScore™
Strong
Score 79 · Based on 3 studies
ImpactScore™
67
Slightly Positive
ConsistencyScore™
35
mixed
Supporting studies: Based on 3 studies
Add to Evidence Tracker

Time in range

Remote multiprofessional educational program → Time in range

Remote multiprofessional educational program → Time in range

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
78
Positive
ConsistencyScore™
35
mixed
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Treatment adherence

Remote multiprofessional educational program → Treatment adherence

Remote multiprofessional educational program → Treatment adherence

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
75
Positive
ConsistencyScore™
35
mixed
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Evidence Library

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evidence suggest

Evidence Suggest

  • Remote multiprofessional education improves carbohydrate counting adherence in youth with type 1 diabetes
  • Short-term remote education alone may be insufficient to improve glycemic control in children with suboptimal HbA1c
  • Girls and parents/caregivers report lower quality of life, suggesting the need for targeted support
who this applies

Who this applies to

Children and adolescents aged 1-18 years with type 1 diabetes and suboptimal glycemic control (HbA1c above recommended levels). Results are most relevant to similar populations in Brazil and other Latin American settings.

keep in mind

Keep in Mind

This was a small, open-label study with relatively short follow-up. The findings may not apply to youth with well-controlled diabetes, those using insulin pumps, or populations in settings with different healthcare infrastructure. Both groups received CGM, which may have reduced the apparent benefit of the educational program.

between the lines

Between the Lines

  • Small sample size (n=46) limits statistical power for subgroup analyses
  • Open-label design introduces potential bias for subjective outcomes (quality of life)
  • CGM provided to both groups may have diluted the measurable intervention effect
  • Short 6-month follow-up may be insufficient to observe metabolic improvements

Evidence Library

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Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c, Diabetes Self-Management Education and Support (DSMES) Programs and Quality of Life Outcomes.

Related evidence relationships

Explore in Evidence Explorer

This study contributes to the evidence on the following intervention-outcome relationships.

Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Does Diabetes Self-Management Education and Support (DSMES) Programs improve quality of life outcomes?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs appears to improve Quality of Life Outcomes.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Quality of life

    EvidenceScore™ Strong | EvidenceScore™ 79.0 | weak positive | ConsistencyScore™ Mixed | 1 study

Why this answer: This answer is based on 10 supporting studies with consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
10 supporting studiesUpdated: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve HbA1c?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve HbA1c.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Strong | EvidenceScore™ 82.6 | moderate positive | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on 30 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
30 supporting studiesUpdated: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve treatment adherence?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve Treatment Adherence.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Treatment adherence

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study

Why this answer: This answer is based on 9 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
9 supporting studiesUpdated: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve cgm time in range?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve CGM Time in Range.

ConsistencyScore™: Results are mixed and should be interpreted cautiously.

Evidence caveat: The available evidence reports mixed findings.

Ranked evidence signals

  1. 1

    Time in range

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study

Why this answer: This answer is cautious because the available studies report mixed findings.

Limitations

  • Population details are unavailable.
4 supporting studiesUpdated: Jul 2026
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